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Subprime Attention Crisis cover

Subprime Attention Crisis

Tim Hwang•2020

  1. Chappy's Book Notes•337 books

Subprime Attention Crisis

Tim Hwang•2020

Length
3h 50m•~176 pages
Read
May 17th - 18th '24
Business StrategyInformation TechnologyMicroeconomics
•

Summary

Digital advertising mirrors the subprime mortgage crisis: tech over-relies on bad programmatic ad inventory just as banks over-relied on bad mortgages. Attention has been commodified through standardization and real-time bidding, creating opacity that hides fraud and ineffective impressions. A global savings glut in ad spending inflates the bubble further. Surveillance capitalism invades privacy, manipulates behavior, and promotes polarization. The solution: controlled demolition through mandated disclosure and rethinking whether we want an internet built for advertising.

Key Takeaways

  • Programmatic infra packages attention like CDOs packaged mortgages
  • Opacity from algorithmic trading, dark pools, platform dominance
  • Platform collapse would impact all internet – subscriptions, content, everything
  • 20-28% of traffic is fraudulent; domain spoofing rampant
  • Online ads ignored by ages 20-40; 65+ are 40% of market
  • Wanamaker's law persists: data creates illusion of transparency
  • Global savings glut: ad money has nowhere else to go
  • Agency arbitrage creates perverse incentives
  • Commodification through standardization abstracts away quality
  • Relies on invading consumer privacy
  • Promotes shocking content → polarization and echo chambers
  • Commoditization standardizes human behavior into metrics
  • Mandate disclosure of ad information like SEC requirements
  • Rethink whether the web should be architected for advertising
  • Are internet platforms "too big to fail"?

Notes

Introduction

  • Search ads: 46% digital ads (78% Google)
  • Display ads: 32% (39% Facebook)
  • Ads: “marketplace for your attention”
  • Programmatic ads
  • Do we want to architect the web for better?

1: The plumbing

  • Attention sellers, buyers, agencies
  • RTB: real-time bidding for ads
  • DSP, SSP: demand, supply-side platforms
  • Subprime mortgage crisis: financial institutions’ over-reliance on bad mortgages
  • Subprime attention crisis: tech’s over-reliance on programmatic ads infra
  • ↑ would impact all internet (subscriptions)
  • Are internet platforms “too big to fail”?

2: Market convergence

  • AdWords ↔ financial markets
  • Commodification of attention
  • ↑ standardization, abstraction, speculation
  • IAB: interactive advertising bureau
    • Standards for advertising to function
    • Eg. consensus for “impression”
  • Have ads markets made the world riskier?

3: Opacity

  • Does advertising work?
  • Wanamaker’s law: 1/2 ad money wasted
  • Data is only illusion of transparency
  • 3 reasons for opaqueness:
    • Algorithmic trading
    • Creation of dark pools of liquidity
    • Dominance of platforms → opacity
  • Dark pools of liquidity: non-public markets
    • No price, target transparency

4: Subprime attention

  • Opacity → risk in market → crisis
  • Advertising sellers package attention
  • CDOs: collateralized debt obligations
  • Attention is sub-prime: online ads ignored
  • Subprime attention:
    • Ads ineffective for ages 20-40
      • Ages 65+ are 40% of market
    • Ad blockers
    • Fraud: fake traffic (20-28%)
      • Domain spoofing
    • Privacy

5: Inflating the bubble

  • Global savings glut (GSG) hypothesis: (2008) money had to go somewhere → risky
  • ↑ same with current ad spending: nowhere else to go
  • Agency arbitrage → perverse incentives

6: Exploding the bubble

  • Solution: controlled demolition
  • Critiques to ads internet:
    • Surveillance capitalism: relies on invading privacy of consumers
    • Incentive to manipulate user behavior, attention → bad for health
    • Promote shocking content → polarization, echo chambers
  • Programmatic ads → commoditization of attention → standardization (eg. likes, RT)
  • Mandated disclosure of ad info (eg. SEC)